Evaluation of Apoptosis with <sup>99m</sup>Tc-rhAnnexin V-128 and Inflammation with <sup>18</sup>F-FDG in a Low-Dose Irradiation Model of Atherosclerosis in Apolipoprotein E–Deficient Mice
Bibliographic record
Abstract
Low-dose radiation in apolipoprotein E–deficient (ApoE−/−) mice has a protective effect with less subsequent atherosclerosis. Inflammation and apoptosis play major roles in the development of atherosclerosis. We evaluated the temporal pattern of the development of histologic atherosclerosis, inflammation with 18F-FDG, and apoptosis with 99mTc-rhAnnexin V-128 at 3 time points. Methods: ApoE−/− mice were fed a high-fat diet, exposed to low-dose 60Co γ-radiation of 25 mGy at 2 mo of age, and evaluated within 1 wk (2-mo group), 1 mo (3-mo group), and 2 mo (4-mo group) from the time of radiation. Mice were divided into 3 subgroups and each received 18F-FDG, 99mTc-rhAnnexin V-128, or no radiotracer for autoradiography. Mice underwent euthanasia and aortic root dissection. The extent of atherosclerosis was determined by en face and Oil red O imaging. Aortic arch inflammation (18F-FDG) and apoptosis (99mTc-rhAnnexin V-128) were determined with digital autoradiography. Aortic sinus sections were stained with Sudan IV for assessment of lesion area and stage, antiCD68 antibody for inflammation and anti–cleaved-caspase 3 antibody for apoptosis. Results: The extent of aortic atherosclerosis increased from 2 to 3 mo and from 3 to 4 mo. Inflammation (CD68) decreased and apoptosis (anti–cleaved-caspase 3 antibody) increased in aortic sinus slices measured as percentage of lesion by 4 mo. With increasing lesion stage, lesion inflammation decreased and lesion apoptosis increased. Aortic arch inflammation (18F-FDG uptake) did not differ over time and did not correlate with average lesion stage. However, aortic arch apoptosis (99mTc-rhAnnexin V-128) increased significantly by 4 mo and correlated with average lesion stage. There were no differences between the treatment subgroups (18F-FDG, 99mTc-rhAnnexin V-128, or no radiotracer). Conclusion: The temporal pattern of development of inflammation and apoptosis differ during the development of atherosclerosis in ApoE−/− mice treated with low-dose radiation. Advanced lesions are characterized by increased apoptosis and either less or similar amounts of inflammation, shown on immunohistochemistry and autoradiography. Treatment with radiotracers had no significant effects on extent of atherosclerosis, inflammation, or apoptosis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".